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CrewAI vs Gumloopwhich AI ops agent should you pick in 2026?

CrewAI

Open-source framework for orchestrating role-playing autonomous AI agents in collaborative crews.

⚙️OpsAutonomousOpen source
Multi-agentTool useMemory
Gumloop

Visual no-code platform for building always-on agent workflows.

⚙️OpsSemi-autonomousFreemium · from $99
Tool useMemoryMulti-agentBrowser

CrewAI vs Gumloop — specs

SpecCrewAIGumloop
Agent Rank70 / 100 (B)75 / 100 (A)
AutonomyAutonomousSemi-autonomous
PricingFree · OSSFreemium · from $99
Open sourceYesNo
CapabilitiesMulti-agent, Tool use, MemoryTool use, Memory, Multi-agent, Browser
Integrations4 apps6 apps
VerifiedVerified—
ReleasedJan 2024Feb 2025

Categories: CrewAI → Ops · Gumloop → Ops

Agent Rank breakdown

CrewAI
Agent Rank
70/ 100
BB-tier
Autonomie
9
Fähigkeiten
6
Integrationen
2
Preise
10
Reife
8
Verifizierbarkeit
7

Automatisch berechnet aus Autonomie, Fähigkeiten, Integrationen, Preisen, Reife und redaktioneller Verifizierung. Bei jedem Deploy aktualisiert. Wie wird das berechnet?

Gumloop
Agent Rank
75/ 100
AA-tier
Autonomie
8
Fähigkeiten
8
Integrationen
10
Preise
6
Reife
7
Verifizierbarkeit
6

Automatisch berechnet aus Autonomie, Fähigkeiten, Integrationen, Preisen, Reife und redaktioneller Verifizierung. Bei jedem Deploy aktualisiert. Wie wird das berechnet?

Pros & cons

CrewAI
Gumloop
Pros
  • +YC-backed; named alongside Salesforce Agentforce in 2026 ops/marketing leader lists
  • +Visual canvas + 80+ integrations — fastest no-code agent builder out there
  • +Strong template community (browse + remix prebuilt agent workflows)
Cons
  • −Credit-based pricing can spike on heavy workflows (multi-step LLM chains)
  • −Less programmable than Zapier/Make for power users wanting custom code
  • −Newer (2024 launch) — fewer enterprise case studies than n8n

Pricing

CrewAI
Gumloop
Free
Kostenlos
Individuals
  • +1000 credits/mo
  • +Public templates
  • +Community support
Empfohlen
Pro
$99/Mo.
Solo + Small teams
  • +25K credits/mo
  • +All integrations
  • +API access
Team
$299/Mo.
Teams 5+
  • +Unlimited workspaces
  • +Shared agents
  • +Priority support
Enterprise
Individuell
Large orgs
  • +Custom credits
  • +SSO
  • +Dedicated CS

Which one should you pick?

CrewAI

Pick CrewAI if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.

Try CrewAI →
Gumloop

Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need.

Try Gumloop →

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Frequently asked

Should I pick CrewAI or Gumloop in 2026?+

Pick CrewAI if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need. Most working teams running both can use CrewAI for primary work and Gumloop for the workflows where its specific strengths matter.

What's the price difference between CrewAI and Gumloop?+

CrewAI starts at Free · OSS; Gumloop starts at Freemium · from $99. CrewAI is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.

Which is more autonomous, CrewAI or Gumloop?+

CrewAI is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.

Readers comparing CrewAI and Gumloop also picked

Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.

See more alternatives: alternatives to CrewAI · alternatives to Gumloop
Want the real monthly cost at your volume? Run the TCO calculator →
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CrewAI vs Gumloop (2026): which AI ops agent wins? · AI Agent Rank